TY - GEN
T1 - 2D strain field reconstruction of composite plates based on distributed fibre optic sensors
AU - Li, Yingwu
AU - Khodaei, Zahra Sharif
N1 - Publisher Copyright:
© 2023 Author(s).
PY - 2023/6/12
Y1 - 2023/6/12
N2 - In this work, the strain reconstruction with interpolation methods was investigated based on measurements of distributed fibre optical sensors. The strain measurements under different sensor densities (5,10,15,⋯, 30mm) were adopted in this investigation. The measurements under 5mm distance were adopted as true strain distribution (high-fidelity data). The other measurements were interpolated to 5mm by barycentric Lagrange and cubic spline methods. These interpolated results were adopted as the low-fidelity data and to compare with the true strain distribution. The results show that the accuracy of strain reconstruction decreases with the increase of sensors distance. Specifically, the local patterns of strain distribution are lost after the reconstruction when the sensor distance of measurement data is much larger (≥6 times) than the sensor distance of reconstruction data. However, the main trends of the reconstructed strain distribution are consistent with the true strain distribution. In addition, the barycentric Lagrange interpolation shows better stability than the cubic spline interpolation, especially for measurements with large sensor distance.
AB - In this work, the strain reconstruction with interpolation methods was investigated based on measurements of distributed fibre optical sensors. The strain measurements under different sensor densities (5,10,15,⋯, 30mm) were adopted in this investigation. The measurements under 5mm distance were adopted as true strain distribution (high-fidelity data). The other measurements were interpolated to 5mm by barycentric Lagrange and cubic spline methods. These interpolated results were adopted as the low-fidelity data and to compare with the true strain distribution. The results show that the accuracy of strain reconstruction decreases with the increase of sensors distance. Specifically, the local patterns of strain distribution are lost after the reconstruction when the sensor distance of measurement data is much larger (≥6 times) than the sensor distance of reconstruction data. However, the main trends of the reconstructed strain distribution are consistent with the true strain distribution. In addition, the barycentric Lagrange interpolation shows better stability than the cubic spline interpolation, especially for measurements with large sensor distance.
UR - https://www.scopus.com/pages/publications/85166577768
U2 - 10.1063/5.0145347
DO - 10.1063/5.0145347
M3 - Conference contribution
AN - SCOPUS:85166577768
T3 - AIP Conference Proceedings
BT - Advances in Fracture and Damage Mechanics XX
A2 - Rodriguez-Tembleque, Luis
A2 - Correa, Elena
A2 - Aliabadi, Ferri
PB - American Institute of Physics Inc.
T2 - 20th International Conference on Fracture and Damage Mechanics, DM 2022
Y2 - 5 September 2022 through 7 September 2022
ER -